SEQUENTIAL OPTIMALITY CONDITIONS IN CONVEX PROGRAMMING VIA PERTURBATION APPROACH

作者: Gert Wanka , Radu Ioan Bot

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摘要: where f : X → R is a proper convex and lower semicontinuous function, separated locally space C subset of the Pshenichnyi Rockafellar Lemma gives necessary sufficient optimality condition whenever regularity fulfilled an element ∈ dom(f) ∩ optimal solution (P0) if only 0 ∂f(a) +NC(a). This very important result in optimization with many applications. Nevertheless, it has some disadvantages. First all, can be minimizer on even 6∈ ∂f(a)+NC(a) (because for instance set could empty). Moreover, does not always hold finite dimensional case. Consider now problem

参考文章(12)
V. Jeyakumar, Asymptotic Dual Conditions Characterizing Optimality for Infinite Convex Programs Journal of Optimization Theory and Applications. ,vol. 93, pp. 153- 165 ,(1997) , 10.1023/A:1022606002804
J. M. Borwein, H. Wolkowicz, Characterizations of optimality without constraint qualification for the abstract convex program Optimality and Stability in Mathematical Programming. pp. 77- 100 ,(1982) , 10.1007/BFB0120983
Ivar Ekeland, Roger Téman, Convex analysis and variational problems ,(1976)
V. Jeyakumar, Z. Y. Wu, G. M. Lee, N. Dinh, Liberating the Subgradient Optimality Conditions from Constraint Qualifications Journal of Global Optimization. ,vol. 36, pp. 127- 137 ,(2006) , 10.1007/S10898-006-9003-6
Lionel Thibault, Sequential Convex Subdifferential Calculus and Sequential Lagrange Multipliers Siam Journal on Control and Optimization. ,vol. 35, pp. 1434- 1444 ,(1997) , 10.1137/S0363012995287714
A. Ben-Tal, A. Ben-Israel, S. Zlobec, Characterization of optimality in convex programming without a constraint qualification Journal of Optimization Theory and Applications. ,vol. 20, pp. 417- 437 ,(1976) , 10.1007/BF00933129
Jon M Borwein, None, Characterization of optimality for the abstract convex program with finite dimensional range Journal of The Australian Mathematical Society. ,vol. 30, pp. 390- 411 ,(1981) , 10.1017/S1446788700017882
V. Jeyakumar, A. Zaffaroni, Asymptotic conditions for weak and proper optimality in infinite dimensional convex vector optimization Numerical Functional Analysis and Optimization. ,vol. 17, pp. 323- 343 ,(1996) , 10.1080/01630569608816697
B.D. Craven, S. Zlobec, Complete characterization of optimality for convex programming in banach spaces Applicable Analysis. ,vol. 11, pp. 61- 78 ,(1980) , 10.1080/00036818008839319